Efficient coding of visual information in neural computations
Laurent Perrinet
LACONEU 2019: 5th Latin-American Summer School in Computational Neuroscience
, 16/1/2019
Olshausen and Field (1997)
Sparse coding with an overcomplete basis set: A strategy employed by V1?
Olshausen and Field (1997)
Sparse coding with an overcomplete basis set: A strategy employed by V1?
Olshausen and Field (1997)
Sparse coding with an overcomplete basis set: A strategy employed by V1?
Bosking et al. (1997)
Journal of Neuroscience
Kremkow, LP, Monier, Alonso, Aertsen, Fregnac, Masson (2016)
Push-pull receptive field organization and synaptic depression: Mechanisms for reliably encoding naturalistic stimuli in V1
Kremkow, LP, Monier, Alonso, Aertsen, Fregnac, Masson (2016)
Push-pull receptive field organization and synaptic depression: Mechanisms for reliably encoding naturalistic stimuli in V1
Outline
Efficiency, vision and neurons
Sparse coding in the retina?
Sparse Hebbian Learning
Ravello, Escobar, Palacios, LP (2019)
in prep
Olshausen and Field (1997)
Sparse coding with an overcomplete basis set: A strategy employed by V1?
Olshausen and Field (1997)
Sparse coding with an overcomplete basis set: A strategy employed by V1?
Olshausen and Field (1997)
Sparse coding with an overcomplete basis set: A strategy employed by V1?
Ravello, Escobar, Palacios, LP (2019)
in prep
Ravello, Escobar, Palacios, LP (2019)
in prep
Outline
Efficiency, vision and neurons
Sparse coding in the retina?
Sparse Hebbian Learning
(from
http://cs231n.github.io/convolutional-networks/
)
Efficient coding of visual information in neural computations
Laurent Perrinet
LACONEU 2019: 5th Latin-American Summer School in Computational Neuroscience
, 16/1/2019